Daniel P. Robinson

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Rene VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCEVerified email at seas.upenn.edu
Frank E. CurtisLehigh UniversityVerified email at lehigh.edu
Nick GouldSTFC-Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Chong YouGoogleVerified email at google.com
Philip E. GillDepartment of Mathematics, UC San DiegoVerified email at ucsd.edu
Chun-Guang LiAssociate Professor, Beijing University of Posts and TelecommunicationsVerified email at bupt.edu.cn
Tianyi ChenSenior Research Lead, Microsoft, Johns Hopkins UniversityVerified email at microsoft.com
H. Sue ThorneSTFC Rutherford Appleton LaboratoryVerified email at stfc.ac.uk
Philippe TointProfessor (Emeritus) of Numerical OptimizationVerified email at unamur.be
Zheng HanLehigh UniversityVerified email at lehigh.edu
Travis C. JohnsonNorthwestern UniversityVerified email at traviscj.com
Andreas WaechterNorthwestern UniversityVerified email at northwestern.edu
Jong-Shi PangDaniel J. Epstein Chair Professor of Industrial and Systems EngineeringVerified email at usc.edu
Jorge NocedalProfessor, Industrial Engineering, Northwestern UniversityVerified email at NORTHWESTERN.EDU
Dominique OrbanProfessor of Computational Mathematics, GERAD and Ecole Polytechnique de MontrealVerified email at gerad.ca
Rachael TappendenUniversity of CanterburyVerified email at canterbury.ac.nz
Liming FengUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Hassan Mohy-ud-DinAssistant Professor of Electrical Engineering, LUMSVerified email at lums.edu.pk
Dr. Suchi SariaJohn C. Malone Endowed Chair; Computer Science, Statistics, Medicine, Health Policy, Johns HopkinsVerified email at cs.jhu.edu

Daniel P. Robinson

Associate Professor, Lehigh University

Verified email at lehigh.edu - Homepage

Optimization Machine Learning Data Science Applications in Computer Vision


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Scalable sparse subspace clustering by orthogonal matching pursuit C You, D Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2016	452	2016
Oracle based active set algorithm for scalable elastic net subspace clustering C You, CG Li, DP Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2016	312	2016
A trust region algorithm with a worst-case iteration complexity of for nonconvex optimization FE Curtis, DP Robinson, M Samadi Mathematical Programming 162, 1-32, 2017	200	2017
Provable self-representation based outlier detection in a union of subspaces C You, DP Robinson, R Vidal Proceedings of the IEEE conference on computer vision and pattern …, 2017	142	2017
A primal-dual augmented Lagrangian PE Gill, DP Robinson Computational Optimization and Applications 51 (1), 1-25, 2012	125	2012
On solving trust-region and other regularised subproblems in optimization NIM Gould, DP Robinson, HS Thorne Mathematical Programming Computation 2 (1), 21-57, 2010	110	2010
Sparse subspace clustering with missing entries C Yang, D Robinson, R Vidal International Conference on Machine Learning, 2463-2472, 2015	108	2015
Scalable exemplar-based subspace clustering on class-imbalanced data C You, C Li, DP Robinson, R Vidal Proceedings of the European Conference on Computer Vision (ECCV), 67-83, 2018	100	2018
ADMM and accelerated ADMM as continuous dynamical systems G Franca, D Robinson, R Vidal International Conference on Machine Learning, 1559-1567, 2018	89	2018
A second derivative SQP method: Global convergence NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2023-2048, 2010	79	2010
A globally convergent stabilized SQP method PE Gill, DP Robinson SIAM Journal on Optimization 23 (4), 1983-2010, 2013	74	2013
Sequential quadratic optimization for nonlinear equality constrained stochastic optimization AS Berahas, FE Curtis, D Robinson, B Zhou SIAM Journal on Optimization 31 (2), 1352-1379, 2021	69	2021
Exploiting negative curvature in deterministic and stochastic optimization FE Curtis, DP Robinson Mathematical Programming 176, 69-94, 2019	67	2019
A stabilized SQP method: global convergence PE Gill, V Kungurtsev, DP Robinson IMA Journal of Numerical Analysis 37 (1), 407-443, 2017	66*	2017
Conformal symplectic and relativistic optimization G França, J Sulam, D Robinson, R Vidal Advances in Neural Information Processing Systems 33, 16916-16926, 2020	64	2020
Genetically engineered analogs of ascomycin for nerve regeneration WP Revill, J Voda, CR Reeves, L Chung, A Schirmer, G Ashley, ... Journal of Pharmacology and Experimental Therapeutics 302 (3), 1278-1285, 2002	61	2002
An adaptive augmented Lagrangian method for large-scale constrained optimization FE Curtis, H Jiang, DP Robinson Mathematical Programming 152 (1), 201-245, 2015	59	2015
Dual principal component pursuit: Improved analysis and efficient algorithms Z Zhu, Y Wang, D Robinson, D Naiman, R Vidal, M Tsakiris Advances in Neural Information Processing Systems 31, 2018	58	2018
A globally convergent primal-dual active-set framework for large-scale convex quadratic optimization FE Curtis, Z Han, DP Robinson Computational Optimization and Applications 60, 311-341, 2015	55	2015
A second derivative SQP method: Local convergence and practical issues NIM Gould, DP Robinson SIAM Journal on Optimization 20 (4), 2049-2079, 2010	47	2010

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